The stratified K-folds cross-validation and class-balancing methods with high-performance ensemble classifiers for breast cancer classification

Authors: Mahesh T R, Vinoth Kumar V, Dhilip Kumar V, Oana Geman, Martin Margala, Manisha Guduri

Source: Healthcare Analytics, Vol 4, Iss , Pp 100247- (2023)

Subject Terms: Machine learning, Breast cancer, Diagnostic analytics, Ensemble method, Cross-validation, Class-balancing, Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2772442523001144; https://doaj.org/toc/2772-4425

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Motion Analysis Using Global Navigation Satellite System and Physiological Data

Authors: Ales Prochazka, Alexandra Molcanova, Hana Charvatova, Oana Geman, Oldrich Vysata

Source: IEEE Access, Vol 11, Pp 42096-42103 (2023)

Subject Terms: Multichannel signal processing, global navigation satellite systems, feature extraction, machine learning, computational intelligence, classification, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10107613/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/de758b4440434b65858efabcfc3bd8ec

[Untitled]

Authors: Mazin Abed Mohammed, Seifedine Kadry, Oana Geman

Source: Acta Informatica Pragensia, Vol 11, Iss 1, Pp 141-144 (2022)

Subject Terms: internet of medical things, blockchain, cloud computing, artificial intelligence, special issue, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://aip.vse.cz/artkey/aip-202201-0009_call-for-special-issue-papers-deep-learning-blockchain-enabled-technology-for-improved-healthcare-industrial-s.php; https://doaj.org/toc/1805-4951

Access URL: https://doaj.org/article/34425faa571649fd8223600ed6e18d89

Artificial Intelligence Component of the FERODATA AI Engine to Optimize the Assignment of Rail Freight Locomotive Drivers

Authors: Adrian Brezulianu, Oana Geman, Iolanda Valentina Popa

Source: Applied Sciences, Vol 13, Iss 20, p 11516 (2023)

Subject Terms: rail freight transportation, machine learning, optimal locomotive driver assignment, artificial intelligence, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/13/20/11516; https://doaj.org/toc/2076-3417

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Use of Deep Learning and Blockchain Technologies in Healthcare Industry

Authors: Mazin Abed Mohammed, Seifedine Kadry, Oana Geman

Source: Acta Informatica Pragensia, Vol 12, Iss 1, Pp 1-2 (2023)

Subject Terms: classification, convolutional neural network, covid-19, electronic health record, transfer learning algorithm, multimodal biometric system, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://aip.vse.cz/artkey/aip-202301-0001_use-of-deep-learning-and-blockchain-technologies-in-healthcare-industry.php; https://doaj.org/toc/1805-4951

Access URL: https://doaj.org/article/421b22cd0bdd48159a6cf374b6c2cccc

'Not by Our Feeling, But by Other's Seeing': Sentiment Analysis Technique in Cardiology—An Exploratory Review

Authors: Adrian Brezulianu, Alexandru Burlacu, Iolanda Valentina Popa, Muhammad Arif, Oana Geman

Source: Frontiers in Public Health, Vol 10 (2022)

Subject Terms: sentiment analysis, cardiovascular, artificial intelligence, machine learning, social media, Public aspects of medicine, RA1-1270

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fpubh.2022.880207/full; https://doaj.org/toc/2296-2565

Access URL: https://doaj.org/article/9fdc3cab62ce4ef7a5470b6c8b150470

'Quo Vadis Diagnosis': Application of Informatics in Early Detection of Pneumothorax

Authors: V. Dhilip Kumar, P. Rajesh, Oana Geman, Maria Daniela Craciun, Muhammad Arif, Roxana Filip

Source: Diagnostics, Vol 13, Iss 7, p 1305 (2023)

Subject Terms: deep learning techniques, pneumothorax, detection, X-ray images, Medicine (General), R5-920

File Description: electronic resource

Relation: https://www.mdpi.com/2075-4418/13/7/1305; https://doaj.org/toc/2075-4418

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A Forecasting Approach to Cryptocurrency Price Index Using Reinforcement Learning

Authors: L. Thanga Mariappan, J. Arun Pandian, V. Dhilip Kumar, Oana Geman, Iuliana Chiuchisan, Carmen Năstase

Source: Applied Sciences, Vol 13, Iss 4, p 2692 (2023)

Subject Terms: Bitcoin, blockchain, forecasting, mortgage lender, reinforcement learning, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/13/4/2692; https://doaj.org/toc/2076-3417

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Machine Learning Model Validated to Predict Outcomes of Liver Transplantation Recipients with Hepatitis C: The Romanian National Transplant Agency Cohort Experience

Authors: Mihai Lucian Zabara, Irinel Popescu, Alexandru Burlacu, Oana Geman, Radu Adrian Crisan Dabija, Iolanda Valentina Popa, Cristian Lupascu

Source: Sensors, Vol 23, Iss 4, p 2149 (2023)

Subject Terms: liver transplantation, transplant recipients, hepatitis C, machine learning, prediction model, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/23/4/2149; https://doaj.org/toc/1424-8220

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Cloud Computing Network Empowered by Modern Topological Invariants

Authors: Khalid Hamid, Muhammad Waseem Iqbal, Qaiser Abbas, Muhammad Arif, Adrian Brezulianu, Oana Geman

Source: Applied Sciences, Vol 13, Iss 3, p 1399 (2023)

Subject Terms: topological invariants, K-Banhatti, Sombor indices, maple, network graph, cloud computing, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

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Relation: https://www.mdpi.com/2076-3417/13/3/1399; https://doaj.org/toc/2076-3417

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A Novel Blunge Calibration Intelligent Feature Classification Model for the Prediction of Hypothyroid Disease

Authors: Munisamy Shyamala Devi, Venkatesan Dhilip Kumar, Adrian Brezulianu, Oana Geman, Muhammad Arif

Source: Sensors, Vol 23, Iss 3, p 1128 (2023)

Subject Terms: machine learning, regression, outlier, MAE, MSE, EVS, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/23/3/1128; https://doaj.org/toc/1424-8220

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Adoption of Conceptual Model for Smartphones among Older People

Authors: Azeem Yousaf, Muhammad Waseem Iqbal, Muhammad Arif, Arfan Jaffar, Adrian Brezulianu, Oana Geman

Source: Applied Sciences, Vol 12, Iss 24, p 12703 (2022)

Subject Terms: older persons, technology acceptance model, smartphone adoption, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

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Relation: https://www.mdpi.com/2076-3417/12/24/12703; https://doaj.org/toc/2076-3417

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The Challenges and Compatibility of Mobility Management Solutions for Future Networks

Authors: Muhammad Mukhtar, Farizah Yunus, Ali Alqahtani, Muhammad Arif, Adrian Brezulianu, Oana Geman

Source: Applied Sciences, Vol 12, Iss 22, p 11605 (2022)

Subject Terms: 5G, QoS, 6G, MM, functional requirements, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/12/22/11605; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/26ef698c3d4242229e6e54ce720e2165

Effectiveness of Physiotherapy in the Treatment of Temporomandibular Joint Dysfunction and the Relationship with Cervical Spine

Authors: Maria Daniela Crăciun, Oana Geman, Florin Valentin Leuciuc, Iulian Ştefan Holubiac, Daniela Gheorghiţă, Florin Filip

Source: Biomedicines, Vol 10, Iss 11, p 2962 (2022)

Subject Terms: temporomandibular joint, cervical spine, physiotherapeutic treatment, dysfunction, pain, orofacial area, Biology (General), QH301-705.5

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Relation: https://www.mdpi.com/2227-9059/10/11/2962; https://doaj.org/toc/2227-9059

Access URL: https://doaj.org/article/4ade7af261f1469cb20db82d2b92425d

Discovering Irregularities from Computer Networks by Topological Mapping

Authors: Khalid Hamid, Muhammad Waseem Iqbal, Qaiser Abbas, Muhammad Arif, Adrian Brezulianu, Oana Geman

Source: Applied Sciences, Vol 12, Iss 23, p 12051 (2022)

Subject Terms: bridge networks, invariant, sierpinski, irregularity sombor index, maple, network graph, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/12/23/12051; https://doaj.org/toc/2076-3417

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An Intelligent Assistive Tool Using Exergaming and Response Surface Methodology for Patients With Brain Disorders

Authors: Oana Geman, Octavian Adrian Postolache, Iuliana Chiuchisan, Marius Prelipceanu, Ritambhara, D. Jude Hemanth

Source: IEEE Access, Vol 7, Pp 21502-21513 (2019)

Subject Terms: Intelligent assistive technologies, response surface methodology, exergaming, rehabilitation, brain disorders, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/8642870/; https://doaj.org/toc/2169-3536

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A Modified Deep Convolutional Neural Network for Abnormal Brain Image Classification

Authors: D. Jude Hemanth, J. Anitha, Antoanela Naaji, Oana Geman, Daniela Elena Popescu, Le Hoang Son

Source: IEEE Access, Vol 7, Pp 4275-4283 (2019)

Subject Terms: Deep learning, convolutional neural network, brain images, image classification, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/8571163/; https://doaj.org/toc/2169-3536

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Plant Disease Detection Using Deep Convolutional Neural Network

Authors: J. Arun Pandian, V. Dhilip Kumar, Oana Geman, Mihaela Hnatiuc, Muhammad Arif, K. Kanchanadevi

Source: Applied Sciences, Vol 12, Iss 14, p 6982 (2022)

Subject Terms: deep convolutional neural networks, generative adversarial network, basic image manipulation, random search, hyperparameter optimization, neural style transfer, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/12/14/6982; https://doaj.org/toc/2076-3417

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Robust Spatial–Spectral Squeeze–Excitation AdaBound Dense Network (SE-AB-Densenet) for Hyperspectral Image Classification

Authors: Kavitha Munishamaiaha, Gayathri Rajagopal, Dhilip Kumar Venkatesan, Muhammad Arif, Dragos Vicoveanu, Iuliana Chiuchisan, Diana Izdrui, Oana Geman

Source: Sensors, Vol 22, Iss 9, p 3229 (2022)

Subject Terms: squeeze–excitation AdaBound dense network (SE-AB-DenseNet), hyperspectral image (HSI) classification (HSIC), cutout regularization, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/22/9/3229; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/489c7b2b2cec45c38539a80b6c8f8aad

State of the Art Techniques for Water Quality Monitoring Systems for Fish Ponds Using IoT and Underwater Sensors: A Review

Authors: M. Manoj, V. Dhilip Kumar, Muhammad Arif, Elena-Raluca Bulai, Petru Bulai, Oana Geman

Source: Sensors, Vol 22, Iss 6, p 2088 (2022)

Subject Terms: Arduino, Internet of Things, pH sensor, sensors, water quality monitoring system, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/22/6/2088; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/13d930fa73974cd780d6934b4d05f20c